Background Replacement on OpenVE-Bench
3.29Overall ScoreKiwi-Sparkle
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Kiwi-SparkleParams.=5B, Res.=720P, Frames=81, Public Access=Model & Data2026.05 | 3.29 | 3.51 | 3.15 | 3.22 | |
| UniVideoParams.=13B, Res.=480P, Frames=81, Public Access=Model-Only2026.05 | 2.74 | 3.12 | 2.64 | 2.46 | |
| Runway AlephRes.=720P, Public Access=Proprietary2026.05 | 2.62 | — | — | — | |
| Kiwi-EditParams.=5B, Res.=720P, Frames=81, Public Access=Model & Data2026.05 | 2.58 | 2.81 | 2.58 | 2.36 | |
| OpenVE-EditParams.=5B, Res.=720P, Public Access=Data-Only2026.05 | 2.36 | — | — | — | |
| Lucy-Edit-1.1Params.=5B, Res.=720P, Frames=81, Public Access=Model-Only2026.05 | 2.1 | 2.41 | 2.03 | 1.86 | |
| OmniVideo2Params.=A14B, Res.=480P, Frames=41, Public Access=Model-Only2026.05 | 2.04 | 2.19 | 2.03 | 1.9 | |
| ICVEParams.=13B, Res.=480P, Frames=81, Public Access=Model-Only2026.05 | 1.87 | 2.15 | 1.83 | 1.63 | |
| DITTOParams.=14B, Res.=480P, Frames=81, Public Access=Model & Data2026.05 | 1.55 | 1.66 | 1.56 | 1.44 | |
| InsViEParams.=2B, Res.=480P, Frames=25, Public Access=Model & Data2026.05 | 1.02 | 1.03 | 1.02 | 1.02 |